The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Sep. 17, 2024

Filed:

Dec. 09, 2020
Applicant:

Arm Limited, Cambridge, GB;

Inventor:

Paul Nicholas Whatmough, Cambridge, MA (US);

Assignee:

Arm Limited, Cambridge, GB;

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 3/063 (2023.01); G06F 7/544 (2006.01); G06F 17/15 (2006.01);
U.S. Cl.
CPC ...
G06N 3/063 (2013.01); G06F 7/5443 (2013.01); G06F 17/15 (2013.01); G06F 2207/4824 (2013.01);
Abstract

An artificial neural network (ANN) accelerator is provided. The ANN accelerator includes digital controlled oscillators (DCOs), digital-to-time converters (DTCs) and a mixed-signal multiply-and-accumulate (MAC) array. Each DCO generates a first analog operand signal based on a first digital data value, and transmits the first analog operand signal along a respective column signal line. Each DTC generates a second analog operand signal based on a second digital data value, and transmits the second analog operand signal along a respective row signal line. The mixed-signal MAC array is coupled to the row and column signal lines, and includes mixed-signal MAC units. Each mixed-signal MAC unit includes an integrated clock gate (ICG) that generates a digital product signal based on the first and second analog operand signals, and a counter circuit that increments or decrements a count value stored in a register based on the digital product signal.


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